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svaRetro and svaNUMT: modular packages for annotating retrotransposed transcripts and nuclear integration of mitochondrial DNA in genome sequencing data

Nuclear integration of mitochondrial genomes and retrocopied transcript insertion are biologically important but often-overlooked aspects of structural variant (SV) annotation. While tools for their detection exist, these typically rely on reanalysis of primary data using specialised detectors rathe...

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Detalles Bibliográficos
Autores principales: Dong, Ruining, Cameron, Daniel, Bedo, Justin, Papenfuss, Anthony T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: GigaScience Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9694029/
https://www.ncbi.nlm.nih.gov/pubmed/36824522
http://dx.doi.org/10.46471/gigabyte.70
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author Dong, Ruining
Cameron, Daniel
Bedo, Justin
Papenfuss, Anthony T.
author_facet Dong, Ruining
Cameron, Daniel
Bedo, Justin
Papenfuss, Anthony T.
author_sort Dong, Ruining
collection PubMed
description Nuclear integration of mitochondrial genomes and retrocopied transcript insertion are biologically important but often-overlooked aspects of structural variant (SV) annotation. While tools for their detection exist, these typically rely on reanalysis of primary data using specialised detectors rather than leveraging calls from general purpose structural variant callers. Such reanalysis potentially leads to additional computational expense and does not take advantage of advances in general purpose structural variant calling. Here, we present svaRetro and svaNUMT; R packages that provide functions for annotating novel genomic events, such as nonreference retrocopied transcripts and nuclear integration of mitochondrial DNA. The packages were developed to work within the Bioconductor framework. We evaluate the performance of these packages to detect events using simulations and public benchmarking datasets, and annotate processed transcripts in a public structural variant database. svaRetro and svaNUMT provide modular, SV-caller agnostic tools for downstream annotation of structural variant calls.
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spelling pubmed-96940292023-02-22 svaRetro and svaNUMT: modular packages for annotating retrotransposed transcripts and nuclear integration of mitochondrial DNA in genome sequencing data Dong, Ruining Cameron, Daniel Bedo, Justin Papenfuss, Anthony T. GigaByte Technical Release Nuclear integration of mitochondrial genomes and retrocopied transcript insertion are biologically important but often-overlooked aspects of structural variant (SV) annotation. While tools for their detection exist, these typically rely on reanalysis of primary data using specialised detectors rather than leveraging calls from general purpose structural variant callers. Such reanalysis potentially leads to additional computational expense and does not take advantage of advances in general purpose structural variant calling. Here, we present svaRetro and svaNUMT; R packages that provide functions for annotating novel genomic events, such as nonreference retrocopied transcripts and nuclear integration of mitochondrial DNA. The packages were developed to work within the Bioconductor framework. We evaluate the performance of these packages to detect events using simulations and public benchmarking datasets, and annotate processed transcripts in a public structural variant database. svaRetro and svaNUMT provide modular, SV-caller agnostic tools for downstream annotation of structural variant calls. GigaScience Press 2022-10-05 /pmc/articles/PMC9694029/ /pubmed/36824522 http://dx.doi.org/10.46471/gigabyte.70 Text en © The Author(s) 2022. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Technical Release
Dong, Ruining
Cameron, Daniel
Bedo, Justin
Papenfuss, Anthony T.
svaRetro and svaNUMT: modular packages for annotating retrotransposed transcripts and nuclear integration of mitochondrial DNA in genome sequencing data
title svaRetro and svaNUMT: modular packages for annotating retrotransposed transcripts and nuclear integration of mitochondrial DNA in genome sequencing data
title_full svaRetro and svaNUMT: modular packages for annotating retrotransposed transcripts and nuclear integration of mitochondrial DNA in genome sequencing data
title_fullStr svaRetro and svaNUMT: modular packages for annotating retrotransposed transcripts and nuclear integration of mitochondrial DNA in genome sequencing data
title_full_unstemmed svaRetro and svaNUMT: modular packages for annotating retrotransposed transcripts and nuclear integration of mitochondrial DNA in genome sequencing data
title_short svaRetro and svaNUMT: modular packages for annotating retrotransposed transcripts and nuclear integration of mitochondrial DNA in genome sequencing data
title_sort svaretro and svanumt: modular packages for annotating retrotransposed transcripts and nuclear integration of mitochondrial dna in genome sequencing data
topic Technical Release
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9694029/
https://www.ncbi.nlm.nih.gov/pubmed/36824522
http://dx.doi.org/10.46471/gigabyte.70
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